I Built a "Chat With Your Docs" Tool and Finally Understood RAG
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I Built a "Chat With Your Docs" Tool and Finally Understood RAG There's a specific kind of frustration that comes from asking an LLM a question about your own codebase, or your own company's internal docs, and watching it confidently make something up. Not because it's broken because it genuinely has no way of knowing what's in a folder on your laptop, or a Notion page behind your company's login wall. It was trained on a giant snapshot of public text a while ago, and that's the entire universe…
1Key Takeaways
- I Built a "Chat With Your Docs" Tool and Finally Understood RAG There's a specific kind of frustration that comes from asking an LLM a question about your own codebase, or your own company's internal docs, and watching it confidently make something up.
- Not because it's broken because it genuinely has no way of knowing what's in a folder on your laptop, or a Notion page behind your company's login wall.
- It was trained on a giant snapshot of public text a while ago, and that's the entire universe….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that i Built a "Chat With Your Docs" Tool and Finally Understood RAG There's a specific kind of frustration that comes from asking an LLM a question about your own codebase, or your own company's internal docs, and watching it confidently make something up.
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